A lot of switch mode power supplies use cheap high ESR capacitors for smoothing that heat up due to ripple. Using low ESR capacitors generally results in longer life, also uprating to a higher capacitance also means that, assuming the dielectric is the same thickness then extra capacitance is achieved by increasing the plate area. As the plate area increases, the ESR will go down reducing the damage caused by heating.
Also if you think about it increasing the capacitance means that the replacement has a head start so to speak. As it ages it will take a while before the new higher value degrades to the lower capacitance of the original, therefore the time before it needs replacing again will be extended.